Model comparison

Qwen3.6-35B-A3B-DFlash vs gemma-3-270m-it

At Q4_K_M, Qwen3.6-35B-A3B-DFlash is the smaller download — 235,691,744 bytes against 253,115,168. At long context the gap widens: gemma-3-270m-it's KV cache at 32K is 2.0× smaller, which usually matters more than the difference in weights.

From the file· summed bytes, KV per layer

Side by side

Qwen3.6-35B-A3B-DFlashgemma-3-270m-it
Parameters386M268M
Architecturedflashgemma3
Layers618
Native context262,14432,768
Mixture of expertsnono
Quantizations published1839
Smallest quantization0.14 GiB0.17 GiB
Q4_K_M0.22 GiB0.24 GiB
Licenceapache-2.0gemma

KV cache by context

the term that decides long-context viability
ContextQwen3.6-35B-A3B-DFlashgemma-3-270m-itRatio
4,0960.09 GiB0.03 GiB3.56×
8,1920.12 GiB0.04 GiB3.13×
16,3840.15 GiB0.06 GiB2.44×
32,7680.21 GiB0.11 GiB1.96×
65,5360.34 GiB0.20 GiB1.67×
131,0720.59 GiB0.39 GiB1.51×